Twelve Cognitive Processes That Underlie Learning 57
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Twelve Cognitive Processes That Underlie Learning 57
easy and requires a level of abstraction that is very important to learn.
Most creative thinking depends on this ability to abstract plans from
one field of knowledge to another. We learn to do this by practicing
it. Teachers can help people see correspondences across domains. Ab-
straction of this sort is what creative people do best.
3. Causation: Detecting what has caused a sequence of events
to occur by relying on a case base of previous knowledge of
similar situations (case-based reasoning)
All fields of knowledge study causation; biology, physics, history,
economics—they are all about what causes what. The fact that this is
an object of study by academics tells us right away that it is not easy
and no one knows for sure all of the causes and effects that there are
in the world.
Because of this, acquiring a set of known causes and effects tends
to make one an expert. A plumber knows what causes sinks to stop
up and knows where to look for the culprit. A mechanic knows what
causes gas lines to leak and knows where to look. A detective knows
what causes people to kill and knows where to start when solving a
murder case. Causal knowledge is knowledge fixed to a domain of
inquiry. Experts have extensive case bases. Case bases are acquired by
starting on easy cases and graduating to more complex ones. It is im-
portant to discuss with others the cases one works on because this
makes one better at indexing them in one’s mind, enabling one to
find them later as needed.
4. Judgment: Making an objective judgment
There are two forms of this, both involving decisions based on
data. The first is deciding whether you prefer Baskin Robbins or Ben
and Jerry’s. There is no right answer. We make judgments and then
record them for use later. We find ways to express our judgments (Ben
and Jerry’s is too sweet, for example). We learn what we like by trying
things out. A wine expert learns about wine by drinking it and record-
ing what he thinks so he can compare his thoughts about one wine to
those about a different wine later on.
The second form is reasoning based on evidence. A jury does this
but it doesn’t learn much from it. Judges, however, learn in this way,
as do psychiatrists and businesspeople. They collect evidence, they
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